OpenAI's Spud AI: Is This GPT-6?

OpenAI's Spud AI. Is this GPT-6? Today OpenAI's president Greg Brockman went on record and said something that stopped me. He said, Spud, OpenAI's next AI model contains two years worth of research coming to fruition in one single model.

Two years with one release. And then he said this, that OpenAI has definitely answered whether AI can reach human level intelligence. His exact words were, we see line of sight to AGI. So that's what we're covering today.

What is Spud? Is it GPT-6? Is it actually a step toward AGI? And what does it mean for your business right now?

Let's get straight into it. First, what do we actually know? Here's a confirmed facts. OpenAI's president Greg Brockman described Spud as the culmination of a two years worth of research.

Hinting that the model may redefine expectations for AI performance. He introduced the phrase big model smell to capture the anticipated leak in capability. The unmistakable feel of something brand new and significantly improved. And he described the core problem Spud solves.

Right now, for example, when you ask an AI something and it doesn't quite get it, you have to re-explain. You have to guide it. You're doing half the thinking. Brockman said, when you ask a question the AI doesn't quite get it, it's always so disappointing.

And you have to explain. And you just like, you really should be able to figure this out. Spud is built to fix that. This model bends you.

You stop over explaining. The AI figures out what you actually mean. For anyone running a business, for example, an agency, a solar operation, a content business, that's not a minor tweak. That is a difference between a different working relationship with the tool entirely.

Now here's a question everyone's asking. Is Spud GPT-6? The honest answer is we don't know yet. OpenAI hasn't confirmed the name.

Whether it will be GPT-6 or more likely GPT-5.5 remains unclear for now. But here's what makes this different from a normal version bump. Spud isn't just another model upgrade, it's the engine for something bigger. Brockman specifically called it a new base, a completely new pre-trained.

Not fine-tuned on top of what already exists. One AI researcher on X said it plainly, a new pre-trained base means the entire ecosystem resets. The way the model reasons, responds, and handles tasks is built from scratch. So you're not just getting GPT-5.4 with a coat of new paint, you're getting a new foundation.

The consensus expectation in the AI community right now is GPT-5.5 with a Q2 2026 public announcement as a most likely outcome. But here's the thing, whether it's called GPT-5.5 or GPT-6 doesn't change what it does. The name is just a marketing decision. The capability jump is what actually matters here.

So what's in it and what changes? Three things that Brockman specifically mentioned. Number one, the AI stops needing you to manage it directly. Brockman suggested that users may soon be able to interact with AI more intuitively without needing to overthink how they phrase requests.

So the model infers intent, it reads context better. You say what you want in plain language and then it figures out the rest. A marketing agency, for example, spending an hour crafting the perfect prompt today, we're spoiled that same result comes from a one-line brief. Number two, longer time horizons.

So the model can hold more complexity for longer. Right now AI tools drift, they lose context halfway through a conversation, they make compounding errors. Spud is specifically built to handle longer chains of autonomous work. So you brief it, it runs, you check the output.

And number three, it can do things current models simply can't. OpenAI employees have reportedly been told that Spud features a completely novel capability not seen before. What that capability is we don't know yet, but internal memos describe a model as having something genuinely new that's worth paying attention to. Now let's talk about the AGI claim because this is where it gets serious.

Brockman said there's been the debate of how far will the text models go, how far can text intelligence go. And I think that we have definitely answered that question. It is going to go to AGI like we see line of sight. Line of sight, that's what he said.

And that's not like maybe someday, that's we can see the destination from here. And he added, at this moment, the kinds of applications that we've always dreamed of are starting to come into reach. Now, I'm not going to tell you AGI lands in April. That's not what he said.

He said line of sight, not arrival. There's a difference between seeing the mountain and being at the top. But here's what I do think is true. The direction is one way.

And every six months, these models make a jump that would have sounded impossible the year before. Cloud Code didn't exist 12 months ago. Background AI tasks in your Mac didn't exist six months ago. Autonomous multi-step business workflows barely existed properly three months ago.

So the jump between where we are to what Brockman is describing is closer than what most people think. And here's the bigger picture. This is a part I want you to sit with. OpenAI actually shut down Sora recently, their AI video app, entirely to free up compute for Spud, a product that hit number one on the App Store, a billion dollar partnership with Disney gone.

And all of it cleared to make room for this model. So Sora is reportedly costing an estimated $15 million per day to run. OpenAI looked at that number, looked at what Spud could be and made the call. Kill the flashy demo, build the foundation.

The company renamed its product team AGI Development. And in the conjunction with the Spud release, OpenAI is planning to release a series of new papers and proposals outlining fresh policy ideas for the superintelligence era, focused on industrial policy and solutions for economic disruption in the age of AI. A company preparing policy papers on economic disruption alongside a model release. That's a company that believes the next model will have real economic consequences.

They're not releasing papers about economic disruption for a normal update. Inside the AI profit boardroom, we're already building the Spud playbook. The moment this model drops, and based on everything Brockman said today, April is when it happens, we'll have step by step walkthroughs on how to use a big model. Smell, as he called it, capabilities he described, and how to breathe it so it bends to you.

How to build longer horizon workflows that run without you and how to use it for lead generation, content and client work from day one. We've got coaching calls every week, daily tutorials, 2700 business owners already running AI automation, and a prompt library built around exactly these kinds of model jumps. Link in the description or just go to the AIprofitboardroom.com to get access. Now, let's zoom out because Spud doesn't exist in a vacuum.

April 2026 opens with the most competitive AI model landscape in history. You've got Gemini 3.1 Pro, which is currently leading 13 of 16 benchmarks. You've got Anthropic, which has Claude Miphos in the pipeline described as a step change above their current Opus tier. And GPT 5.5, Spud is expected in Q2, with OpenAI having the incentive to ship before Claude Miphos goes public and steals the spotlight.

Three of the biggest AI labs in the world are all about to drop major model releases within weeks of each other. That's not normal. That's a race. And when these labs race, the people using these tools win because competition drives capability and capability drives what you can do in your business.

OpenAI's revenue has gone from $1 billion per quarter at the end of 2024 to $2 billion per month now. The enterprise market is pushing these companies to build faster, release more and compete harder. You are the direct beneficiary of that competition. So let me bring it back to the practical question.

What do you actually do with this right now? If you're running a business, any kind of business, the next 60 days are worth paying attention to. Spud is coming, Claude Miphos is coming. The tools available to you in June are going to be materially better than the tools available to you right now.

And the businesses that are building AI habits right now, testing workflows, learning prompts, getting comfortable with AI automation, are going to be ready to use these new models from day one. The business is waiting to just see how it plays out. Going to spend the next six months catching up. Brockman said two years of research is landing in one model.

He said they see line of sight to AGI. He said the applications we've always dreamed of are coming into reach. You don't have to believe all of it to act on the direction. If you want step by step guidance on exactly how to use Spud for your business, the moment it drops, the prompts, the workflows, the automations built around the Bensu capability Brockman described, come join the AI Profit Boarding.

We'll have tutorials live within days of the release, four coaching calls every week and 2,700 members already running AI in their businesses right now. You don't have to figure this out alone. Link in the comment description or just go to the AIProfitBoarding.com. So GPT 5.5 or GPT 6, the name doesn't matter.

Two years of research, a new foundation, a line of sight to AGI. That's what's coming. The window is open. April is the month.

Are you ready to use it?